Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 28200 |
| Missing cells | 22614 |
| Missing cells (%) | 4.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.1 MiB |
| Average record size in memory | 262.7 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 2 |
area_temperature(°C) is highly overall correlated with generator_temperature(°C) and 1 other fields | High correlation |
engine_temperature(°C) is highly overall correlated with windmill_generated_power(kW/h) | High correlation |
generator_temperature(°C) is highly overall correlated with area_temperature(°C) and 5 other fields | High correlation |
motor_torque(N-m) is highly overall correlated with area_temperature(°C) and 5 other fields | High correlation |
resistance(ohm) is highly overall correlated with generator_temperature(°C) and 2 other fields | High correlation |
rotor_torque(N-m) is highly overall correlated with generator_temperature(°C) and 2 other fields | High correlation |
wind_speed(m/s) is highly overall correlated with generator_temperature(°C) and 1 other fields | High correlation |
windmill_generated_power(kW/h) is highly overall correlated with engine_temperature(°C) and 2 other fields | High correlation |
atmospheric_temperature(°C) has 3450 (12.2%) missing values | Missing |
atmospheric_pressure(Pascal) has 2707 (9.6%) missing values | Missing |
windmill_body_temperature(°C) has 2363 (8.4%) missing values | Missing |
wind_direction(°) has 5103 (18.1%) missing values | Missing |
rotor_torque(N-m) has 572 (2.0%) missing values | Missing |
turbine_status has 1759 (6.2%) missing values | Missing |
blade_length(m) has 5093 (18.1%) missing values | Missing |
windmill_height(m) has 543 (1.9%) missing values | Missing |
blade_breadth(m) has unique values | Unique |
Reproduction
| Analysis started | 2024-02-20 23:42:13.278130 |
|---|---|
| Analysis finished | 2024-02-20 23:43:58.864117 |
| Duration | 1 minute and 45.59 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
wind_speed(m/s)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 27727 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 273 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.037071 |
| Minimum | -496.21103 |
|---|---|
| Maximum | 601.45567 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2142 |
| Negative (%) | 7.6% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -496.21103 |
|---|---|
| 5-th percentile | -65.754867 |
| Q1 | 20.883502 |
| median | 93.302129 |
| Q3 | 95.268058 |
| 95-th percentile | 212.07453 |
| Maximum | 601.45567 |
| Range | 1097.6667 |
| Interquartile range (IQR) | 74.384556 |
Descriptive statistics
| Standard deviation | 76.275645 |
|---|---|
| Coefficient of variation (CV) | 1.1048505 |
| Kurtosis | 4.1125999 |
| Mean | 69.037071 |
| Median Absolute Deviation (MAD) | 3.5521794 |
| Skewness | -0.060477165 |
| Sum | 1927998.3 |
| Variance | 5817.974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 193 | 0.7% |
| 81.81818182 | 9 | < 0.1% |
| 94.82002337 | 1 | < 0.1% |
| 243.9489463 | 1 | < 0.1% |
| -25.00411662 | 1 | < 0.1% |
| 91.43088188 | 1 | < 0.1% |
| 14.46138604 | 1 | < 0.1% |
| 21.30176724 | 1 | < 0.1% |
| 94.43363262 | 1 | < 0.1% |
| 10.70767818 | 1 | < 0.1% |
| Other values (27717) | 27717 | |
| (Missing) | 273 | 1.0% |
| Value | Count | Frequency (%) |
| -496.2110289 | 1 | |
| -402.6087362 | 1 | |
| -391.2085304 | 1 | |
| -354.0064613 | 1 | |
| -330.5831315 | 1 | |
| -329.4538495 | 1 | |
| -328.4165588 | 1 | |
| -323.4304627 | 1 | |
| -321.4299907 | 1 | |
| -318.0810938 | 1 |
| Value | Count | Frequency (%) |
| 601.4556704 | 1 | |
| 513.078624 | 1 | |
| 498.8775284 | 1 | |
| 488.0959645 | 1 | |
| 484.6564629 | 1 | |
| 481.8032152 | 1 | |
| 480.2610467 | 1 | |
| 479.5756112 | 1 | |
| 479.2811084 | 1 | |
| 473.7379151 | 1 |
atmospheric_temperature(°C)
Real number (ℝ)
MISSING 
| Distinct | 20809 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 3450 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38372707 |
| Minimum | -99 |
|---|---|
| Maximum | 80.217444 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4199 |
| Negative (%) | 14.9% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | 7.9489001 |
| median | 16.10241 |
| Q3 | 23.687285 |
| 95-th percentile | 35.771145 |
| Maximum | 80.217444 |
| Range | 179.21744 |
| Interquartile range (IQR) | 15.738385 |
Descriptive statistics
| Standard deviation | 44.278534 |
|---|---|
| Coefficient of variation (CV) | 115.3907 |
| Kurtosis | 1.1376025 |
| Mean | 0.38372707 |
| Median Absolute Deviation (MAD) | 7.8561585 |
| Skewness | -1.6748952 |
| Sum | 9497.245 |
| Variance | 1960.5885 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 3942 | 14.0% |
| 20.35047022 | 1 | < 0.1% |
| 29.53471562 | 1 | < 0.1% |
| 12.8364429 | 1 | < 0.1% |
| 33.88303923 | 1 | < 0.1% |
| 13.18569888 | 1 | < 0.1% |
| 21.7014444 | 1 | < 0.1% |
| 4.693476334 | 1 | < 0.1% |
| -8.583088807 | 1 | < 0.1% |
| 11.79135651 | 1 | < 0.1% |
| Other values (20799) | 20799 | |
| (Missing) | 3450 | 12.2% |
| Value | Count | Frequency (%) |
| -99 | 3942 | |
| -53.79581308 | 1 | < 0.1% |
| -33.11377025 | 1 | < 0.1% |
| -28.44556748 | 1 | < 0.1% |
| -27.48416876 | 1 | < 0.1% |
| -26.62347465 | 1 | < 0.1% |
| -26.22129642 | 1 | < 0.1% |
| -25.91006798 | 1 | < 0.1% |
| -25.8286267 | 1 | < 0.1% |
| -24.84069673 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 80.21744352 | 1 | |
| 76.90265697 | 1 | |
| 74.76536332 | 1 | |
| 72.44945085 | 1 | |
| 72.1202695 | 1 | |
| 72.0326493 | 1 | |
| 69.63372796 | 1 | |
| 69.31933899 | 1 | |
| 68.94892575 | 1 | |
| 68.78096735 | 1 |
shaft_temperature(°C)
Real number (ℝ)
| Distinct | 27625 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.085387 |
| Minimum | -99 |
|---|---|
| Maximum | 169.82046 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1417 |
| Negative (%) | 5.0% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -0.16215364 |
| Q1 | 41.633238 |
| median | 43.686082 |
| Q3 | 45.673685 |
| 95-th percentile | 77.860796 |
| Maximum | 169.82046 |
| Range | 268.82046 |
| Interquartile range (IQR) | 4.0404478 |
Descriptive statistics
| Standard deviation | 27.20443 |
|---|---|
| Coefficient of variation (CV) | 0.67866202 |
| Kurtosis | 12.246622 |
| Mean | 40.085387 |
| Median Absolute Deviation (MAD) | 2.0197266 |
| Skewness | -2.5251683 |
| Sum | 1130327.7 |
| Variance | 740.08099 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 557 | 2.0% |
| 30 | 10 | < 0.1% |
| -5 | 9 | < 0.1% |
| 42.62213449 | 1 | < 0.1% |
| 42.0019404 | 1 | < 0.1% |
| 42.70678089 | 1 | < 0.1% |
| 79.39202925 | 1 | < 0.1% |
| 42.68878809 | 1 | < 0.1% |
| 46.50431983 | 1 | < 0.1% |
| 41.67928037 | 1 | < 0.1% |
| Other values (27615) | 27615 | |
| (Missing) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| -99 | 557 | |
| -93.08623556 | 1 | < 0.1% |
| -76.26809109 | 1 | < 0.1% |
| -75.8702313 | 1 | < 0.1% |
| -73.71328469 | 1 | < 0.1% |
| -69.17141482 | 1 | < 0.1% |
| -67.18625304 | 1 | < 0.1% |
| -65.82069531 | 1 | < 0.1% |
| -65.03887445 | 1 | < 0.1% |
| -64.17271023 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 169.8204551 | 1 | |
| 166.4406054 | 1 | |
| 155.3044514 | 1 | |
| 151.0166952 | 1 | |
| 149.6911781 | 1 | |
| 144.2345366 | 1 | |
| 143.4832318 | 1 | |
| 142.8318294 | 1 | |
| 142.423809 | 1 | |
| 139.3736624 | 1 |
blades_angle(°)
Real number (ℝ)
| Distinct | 22830 |
|---|---|
| Distinct (%) | 81.6% |
| Missing | 216 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.654038 |
| Minimum | -146.25954 |
|---|---|
| Maximum | 165.93212 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 15475 |
| Negative (%) | 54.9% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -146.25954 |
|---|---|
| 5-th percentile | -99 |
| Q1 | -1.1976516 |
| median | -0.4956079 |
| Q3 | 5.4950305 |
| 95-th percentile | 65.984351 |
| Maximum | 165.93212 |
| Range | 312.19167 |
| Interquartile range (IQR) | 6.6926821 |
Descriptive statistics
| Standard deviation | 47.918161 |
|---|---|
| Coefficient of variation (CV) | -4.9635356 |
| Kurtosis | 0.29879648 |
| Mean | -9.654038 |
| Median Absolute Deviation (MAD) | 2.3880847 |
| Skewness | -0.65212219 |
| Sum | -270158.6 |
| Variance | 2296.1502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 5151 | 18.3% |
| 0 | 5 | < 0.1% |
| -0.903422903 | 1 | < 0.1% |
| -1.159744995 | 1 | < 0.1% |
| -0.8612459837 | 1 | < 0.1% |
| -0.812420201 | 1 | < 0.1% |
| 5.987817458 | 1 | < 0.1% |
| -0.9160369329 | 1 | < 0.1% |
| -1.255432792 | 1 | < 0.1% |
| 0.7511123508 | 1 | < 0.1% |
| Other values (22820) | 22820 | |
| (Missing) | 216 | 0.8% |
| Value | Count | Frequency (%) |
| -146.2595427 | 1 | < 0.1% |
| -137.6590444 | 1 | < 0.1% |
| -99 | 5151 | |
| -74.7897359 | 1 | < 0.1% |
| -74.70826034 | 1 | < 0.1% |
| -74.40534109 | 1 | < 0.1% |
| -74.38049552 | 1 | < 0.1% |
| -74.34272372 | 1 | < 0.1% |
| -74.31146917 | 1 | < 0.1% |
| -74.28881705 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 165.9321232 | 1 | |
| 165.1693672 | 1 | |
| 164.5191854 | 1 | |
| 162.2045128 | 1 | |
| 161.7178401 | 1 | |
| 160.9599566 | 1 | |
| 157.5835564 | 1 | |
| 147.8461528 | 1 | |
| 143.1674451 | 1 | |
| 141.8923603 | 1 |
gearbox_temperature(°C)
Real number (ℝ)
| Distinct | 27911 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.027755 |
| Minimum | -244.9741 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3091 |
| Negative (%) | 11.0% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -244.9741 |
|---|---|
| 5-th percentile | -40.966971 |
| Q1 | 40.557952 |
| median | 43.221735 |
| Q3 | 45.879425 |
| 95-th percentile | 117.70774 |
| Maximum | 999 |
| Range | 1243.9741 |
| Interquartile range (IQR) | 5.3214729 |
Descriptive statistics
| Standard deviation | 43.663605 |
|---|---|
| Coefficient of variation (CV) | 1.0642455 |
| Kurtosis | 28.451158 |
| Mean | 41.027755 |
| Median Absolute Deviation (MAD) | 2.6618899 |
| Skewness | 0.88684644 |
| Sum | 1156941.7 |
| Variance | 1906.5104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 272 | 1.0% |
| -5 | 9 | < 0.1% |
| 30 | 8 | < 0.1% |
| 999 | 3 | < 0.1% |
| 82.41057319 | 1 | < 0.1% |
| -22.6128015 | 1 | < 0.1% |
| 37.64600065 | 1 | < 0.1% |
| 39.78995166 | 1 | < 0.1% |
| -63.921877 | 1 | < 0.1% |
| 46.46167943 | 1 | < 0.1% |
| Other values (27901) | 27901 |
| Value | Count | Frequency (%) |
| -244.9740978 | 1 | |
| -201.165465 | 1 | |
| -194.6379341 | 1 | |
| -189.42395 | 1 | |
| -188.7634726 | 1 | |
| -188.4827225 | 1 | |
| -186.8965665 | 1 | |
| -186.0517657 | 1 | |
| -184.3831767 | 1 | |
| -179.1822148 | 1 |
| Value | Count | Frequency (%) |
| 999 | 3 | |
| 348.6865421 | 1 | < 0.1% |
| 286.0193338 | 1 | < 0.1% |
| 276.2525336 | 1 | < 0.1% |
| 274.3128291 | 1 | < 0.1% |
| 273.2017549 | 1 | < 0.1% |
| 272.8810447 | 1 | < 0.1% |
| 272.2557484 | 1 | < 0.1% |
| 271.166443 | 1 | < 0.1% |
| 271.0102641 | 1 | < 0.1% |
engine_temperature(°C)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 28188 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 12 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.614239 |
| Minimum | 3.167151 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | 3.167151 |
|---|---|
| 5-th percentile | 39.067651 |
| Q1 | 41.911365 |
| median | 43.525297 |
| Q3 | 45.174246 |
| 95-th percentile | 47.683844 |
| Maximum | 50 |
| Range | 46.832849 |
| Interquartile range (IQR) | 3.262881 |
Descriptive statistics
| Standard deviation | 6.1245458 |
|---|---|
| Coefficient of variation (CV) | 0.14372064 |
| Kurtosis | 16.766418 |
| Mean | 42.614239 |
| Median Absolute Deviation (MAD) | 1.6302601 |
| Skewness | -3.9447756 |
| Sum | 1201210.2 |
| Variance | 37.510061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42.52301542 | 1 | < 0.1% |
| 41.02053202 | 1 | < 0.1% |
| 42.34510499 | 1 | < 0.1% |
| 46.32425584 | 1 | < 0.1% |
| 42.42983123 | 1 | < 0.1% |
| 37.45495648 | 1 | < 0.1% |
| 42.31486268 | 1 | < 0.1% |
| 12.92453988 | 1 | < 0.1% |
| 41.39597642 | 1 | < 0.1% |
| 47.75526563 | 1 | < 0.1% |
| Other values (28178) | 28178 | |
| (Missing) | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.167151021 | 1 | |
| 3.282993896 | 1 | |
| 3.472512809 | 1 | |
| 3.537431034 | 1 | |
| 3.568055439 | 1 | |
| 3.778911285 | 1 | |
| 3.791511509 | 1 | |
| 4.105050044 | 1 | |
| 4.138098316 | 1 | |
| 4.203234849 | 1 |
| Value | Count | Frequency (%) |
| 50 | 1 | |
| 49.94570021 | 1 | |
| 49.84429924 | 1 | |
| 49.83606572 | 1 | |
| 49.82679657 | 1 | |
| 49.81755142 | 1 | |
| 49.81581512 | 1 | |
| 49.81247126 | 1 | |
| 49.74144995 | 1 | |
| 49.73921689 | 1 |
motor_torque(N-m)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 27660 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 24 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1710.8198 |
| Minimum | 500 |
|---|---|
| Maximum | 3000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 617.55414 |
| Q1 | 870.34024 |
| median | 2031.8495 |
| Q3 | 2462.5857 |
| 95-th percentile | 2886.183 |
| Maximum | 3000 |
| Range | 2500 |
| Interquartile range (IQR) | 1592.2455 |
Descriptive statistics
| Standard deviation | 827.20554 |
|---|---|
| Coefficient of variation (CV) | 0.48351412 |
| Kurtosis | -1.6129816 |
| Mean | 1710.8198 |
| Median Absolute Deviation (MAD) | 843.23152 |
| Skewness | 0.034257515 |
| Sum | 48204059 |
| Variance | 684269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 500 | 306 | 1.1% |
| 1001 | 212 | 0.8% |
| 2563.124522 | 1 | < 0.1% |
| 2171.537665 | 1 | < 0.1% |
| 949.2438815 | 1 | < 0.1% |
| 2188.531276 | 1 | < 0.1% |
| 2136.936132 | 1 | < 0.1% |
| 780.2016844 | 1 | < 0.1% |
| 828.0163288 | 1 | < 0.1% |
| 1932.48774 | 1 | < 0.1% |
| Other values (27650) | 27650 | |
| (Missing) | 24 | 0.1% |
| Value | Count | Frequency (%) |
| 500 | 306 | |
| 500.0908101 | 1 | < 0.1% |
| 500.10939 | 1 | < 0.1% |
| 500.1236527 | 1 | < 0.1% |
| 500.1259891 | 1 | < 0.1% |
| 500.1324533 | 1 | < 0.1% |
| 500.1547937 | 1 | < 0.1% |
| 500.1640179 | 1 | < 0.1% |
| 500.175744 | 1 | < 0.1% |
| 500.1823596 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3000 | 1 | |
| 2992.737332 | 1 | |
| 2992.384328 | 1 | |
| 2990.538307 | 1 | |
| 2989.188415 | 1 | |
| 2987.745846 | 1 | |
| 2987.727252 | 1 | |
| 2987.58897 | 1 | |
| 2987.126798 | 1 | |
| 2985.664017 | 1 |
generator_temperature(°C)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 28187 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 12 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.027857 |
| Minimum | 33.893779 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | 33.893779 |
|---|---|
| 5-th percentile | 37.40262 |
| Q1 | 41.198509 |
| median | 70.729533 |
| Q3 | 78.945849 |
| 95-th percentile | 93.918057 |
| Maximum | 100 |
| Range | 66.106221 |
| Interquartile range (IQR) | 37.747339 |
Descriptive statistics
| Standard deviation | 19.816499 |
|---|---|
| Coefficient of variation (CV) | 0.30473862 |
| Kurtosis | -1.3699911 |
| Mean | 65.027857 |
| Median Absolute Deviation (MAD) | 17.263401 |
| Skewness | -0.1908094 |
| Sum | 1833005.2 |
| Variance | 392.69365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 2 | < 0.1% |
| 76.66555995 | 1 | < 0.1% |
| 75.73951279 | 1 | < 0.1% |
| 72.73509868 | 1 | < 0.1% |
| 38.03858464 | 1 | < 0.1% |
| 45.12072279 | 1 | < 0.1% |
| 66.83550214 | 1 | < 0.1% |
| 36.28181015 | 1 | < 0.1% |
| 69.88468343 | 1 | < 0.1% |
| 39.17167508 | 1 | < 0.1% |
| Other values (28177) | 28177 | |
| (Missing) | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 33.89377879 | 1 | |
| 33.92289925 | 1 | |
| 33.92494355 | 1 | |
| 33.92795489 | 1 | |
| 33.93688909 | 1 | |
| 33.9462632 | 1 | |
| 33.95281803 | 1 | |
| 33.95961 | 1 | |
| 34.00620617 | 1 | |
| 34.01213645 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 99.73494076 | 1 | |
| 99.52080602 | 1 | |
| 99.51450453 | 1 | |
| 99.33659699 | 1 | |
| 99.22236155 | 1 | |
| 99.17120051 | 1 | |
| 99.10044506 | 1 | |
| 99.05374751 | 1 | |
| 99.02963663 | 1 |
atmospheric_pressure(Pascal)
Real number (ℝ)
MISSING 
| Distinct | 25492 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 2707 |
| Missing (%) | 9.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53185.065 |
| Minimum | -1188624.1 |
|---|---|
| Maximum | 1272551.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3282 |
| Negative (%) | 11.6% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -1188624.1 |
|---|---|
| 5-th percentile | -291773.96 |
| Q1 | 16794.921 |
| median | 18191.126 |
| Q3 | 118113.29 |
| 95-th percentile | 396465.3 |
| Maximum | 1272551.9 |
| Range | 2461176 |
| Interquartile range (IQR) | 101318.37 |
Descriptive statistics
| Standard deviation | 187503.62 |
|---|---|
| Coefficient of variation (CV) | 3.5254938 |
| Kurtosis | 4.4798775 |
| Mean | 53185.065 |
| Median Absolute Deviation (MAD) | 89036.049 |
| Skewness | 0.056670932 |
| Sum | 1.3558469 × 109 |
| Variance | 3.5157606 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15000 | 2 | < 0.1% |
| 103402.9619 | 1 | < 0.1% |
| -15201.82889 | 1 | < 0.1% |
| 17801.9587 | 1 | < 0.1% |
| 18598.22275 | 1 | < 0.1% |
| 17661.34085 | 1 | < 0.1% |
| 17715.11794 | 1 | < 0.1% |
| 114294.7062 | 1 | < 0.1% |
| 16924.00384 | 1 | < 0.1% |
| 421233.6353 | 1 | < 0.1% |
| Other values (25482) | 25482 | |
| (Missing) | 2707 | 9.6% |
| Value | Count | Frequency (%) |
| -1188624.131 | 1 | |
| -1021641.599 | 1 | |
| -1019257.164 | 1 | |
| -1010616.308 | 1 | |
| -1010037.08 | 1 | |
| -962090.5599 | 1 | |
| -952409.5623 | 1 | |
| -925996.2062 | 1 | |
| -916586.0077 | 1 | |
| -914153.8817 | 1 |
| Value | Count | Frequency (%) |
| 1272551.895 | 1 | |
| 1265097.692 | 1 | |
| 1205423.99 | 1 | |
| 1187983.533 | 1 | |
| 1182842.732 | 1 | |
| 1135375.716 | 1 | |
| 1123587.911 | 1 | |
| 1114198.172 | 1 | |
| 1105042.399 | 1 | |
| 1093598.165 | 1 |
area_temperature(°C)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 28170 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.735091 |
| Minimum | -30 |
|---|---|
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 39 |
| Negative (%) | 0.1% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -30 |
|---|---|
| 5-th percentile | 21.534225 |
| Q1 | 27.311644 |
| median | 32.605195 |
| Q3 | 38.232387 |
| 95-th percentile | 45.08603 |
| Maximum | 55 |
| Range | 85 |
| Interquartile range (IQR) | 10.920743 |
Descriptive statistics
| Standard deviation | 7.703391 |
|---|---|
| Coefficient of variation (CV) | 0.23532517 |
| Kurtosis | 4.4365145 |
| Mean | 32.735091 |
| Median Absolute Deviation (MAD) | 5.4491181 |
| Skewness | -0.62542431 |
| Sum | 923129.57 |
| Variance | 59.342232 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -30 | 31 | 0.1% |
| 24.43302079 | 1 | < 0.1% |
| 23.98480247 | 1 | < 0.1% |
| 29.45312356 | 1 | < 0.1% |
| 33.3997364 | 1 | < 0.1% |
| 18.00533959 | 1 | < 0.1% |
| 37.35759271 | 1 | < 0.1% |
| 28.04335934 | 1 | < 0.1% |
| 29.6311022 | 1 | < 0.1% |
| 37.4966505 | 1 | < 0.1% |
| Other values (28160) | 28160 |
| Value | Count | Frequency (%) |
| -30 | 31 | |
| -24.96294909 | 1 | < 0.1% |
| -20.77581285 | 1 | < 0.1% |
| -16.11030544 | 1 | < 0.1% |
| -7.473661188 | 1 | < 0.1% |
| -6.858997714 | 1 | < 0.1% |
| -3.754995435 | 1 | < 0.1% |
| -0.5795874579 | 1 | < 0.1% |
| -0.4258384779 | 1 | < 0.1% |
| 0.4197413128 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55 | 1 | |
| 54.85312721 | 1 | |
| 54.70928563 | 1 | |
| 54.10713965 | 1 | |
| 53.90802656 | 1 | |
| 53.64172732 | 1 | |
| 53.27180696 | 1 | |
| 53.23789796 | 1 | |
| 53.16332252 | 1 | |
| 53.12329824 | 1 |
windmill_body_temperature(°C)
Real number (ℝ)
MISSING 
| Distinct | 21893 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 2363 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.799761 |
| Minimum | -999 |
|---|---|
| Maximum | 323 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4662 |
| Negative (%) | 16.5% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | -99 |
| Q1 | 40.448386 |
| median | 42.786832 |
| Q3 | 44.494543 |
| 95-th percentile | 48.457194 |
| Maximum | 323 |
| Range | 1322 |
| Interquartile range (IQR) | 4.0461574 |
Descriptive statistics
| Standard deviation | 54.356431 |
|---|---|
| Coefficient of variation (CV) | 2.61332 |
| Kurtosis | 15.197601 |
| Mean | 20.799761 |
| Median Absolute Deviation (MAD) | 1.9054312 |
| Skewness | -2.2368322 |
| Sum | 537403.41 |
| Variance | 2954.6216 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 3926 | 13.9% |
| 30 | 12 | < 0.1% |
| -5 | 7 | < 0.1% |
| -999 | 3 | < 0.1% |
| 43.63291406 | 1 | < 0.1% |
| 44.52033035 | 1 | < 0.1% |
| 44.14973697 | 1 | < 0.1% |
| 42.77546037 | 1 | < 0.1% |
| 42.51396958 | 1 | < 0.1% |
| 43.28569967 | 1 | < 0.1% |
| Other values (21883) | 21883 | |
| (Missing) | 2363 | 8.4% |
| Value | Count | Frequency (%) |
| -999 | 3 | < 0.1% |
| -100.2688756 | 1 | < 0.1% |
| -99 | 3926 | |
| -72.26550484 | 1 | < 0.1% |
| -70.80879441 | 1 | < 0.1% |
| -68.95221428 | 1 | < 0.1% |
| -67.83613011 | 1 | < 0.1% |
| -67.63420811 | 1 | < 0.1% |
| -67.54871309 | 1 | < 0.1% |
| -64.73431588 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 323 | 1 | |
| 160.293271 | 1 | |
| 158.2237161 | 1 | |
| 152.606752 | 1 | |
| 151.4673752 | 1 | |
| 151.1724419 | 1 | |
| 145.1459787 | 1 | |
| 143.0183029 | 1 | |
| 142.1149662 | 1 | |
| 141.0579566 | 1 |
wind_direction(°)
Real number (ℝ)
MISSING 
| Distinct | 22984 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 5103 |
| Missing (%) | 18.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 306.88888 |
| Minimum | 0 |
|---|---|
| Maximum | 569.96648 |
| Zeros | 114 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 54.310545 |
| Q1 | 238.62775 |
| median | 271.42766 |
| Q3 | 404.15352 |
| 95-th percentile | 532.60998 |
| Maximum | 569.96648 |
| Range | 569.96648 |
| Interquartile range (IQR) | 165.52576 |
Descriptive statistics
| Standard deviation | 134.0559 |
|---|---|
| Coefficient of variation (CV) | 0.43682228 |
| Kurtosis | -0.3182066 |
| Mean | 306.88888 |
| Median Absolute Deviation (MAD) | 47.438042 |
| Skewness | 0.17194161 |
| Sum | 7088212.5 |
| Variance | 17970.984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 114 | 0.4% |
| 239.8363875 | 1 | < 0.1% |
| 213.9976236 | 1 | < 0.1% |
| 228.2772607 | 1 | < 0.1% |
| 495.3509272 | 1 | < 0.1% |
| 258.2104271 | 1 | < 0.1% |
| 270.0170937 | 1 | < 0.1% |
| 113.2576612 | 1 | < 0.1% |
| 203.9612437 | 1 | < 0.1% |
| 245.4759826 | 1 | < 0.1% |
| Other values (22974) | 22974 | |
| (Missing) | 5103 | 18.1% |
| Value | Count | Frequency (%) |
| 0 | 114 | |
| 0.782832502 | 1 | < 0.1% |
| 0.9111314705 | 1 | < 0.1% |
| 1.723958823 | 1 | < 0.1% |
| 1.794628479 | 1 | < 0.1% |
| 1.805685491 | 1 | < 0.1% |
| 1.946548582 | 1 | < 0.1% |
| 2.056508582 | 1 | < 0.1% |
| 2.140629227 | 1 | < 0.1% |
| 2.147377189 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 569.9664788 | 1 | |
| 569.879236 | 1 | |
| 569.8682998 | 1 | |
| 569.2928645 | 1 | |
| 568.8889251 | 1 | |
| 568.8654776 | 1 | |
| 568.5048979 | 1 | |
| 568.2804165 | 1 | |
| 567.1502374 | 1 | |
| 567.0560563 | 1 |
resistance(ohm)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 27365 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1575.56 |
| Minimum | -1005.223 |
|---|---|
| Maximum | 4693.4819 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 616 |
| Negative (%) | 2.2% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -1005.223 |
|---|---|
| 5-th percentile | 750.35341 |
| Q1 | 1268.134 |
| median | 1678.2384 |
| Q3 | 1829.054 |
| 95-th percentile | 1991.9221 |
| Maximum | 4693.4819 |
| Range | 5698.7049 |
| Interquartile range (IQR) | 560.91996 |
Descriptive statistics
| Standard deviation | 483.32639 |
|---|---|
| Coefficient of variation (CV) | 0.30676483 |
| Kurtosis | 3.738643 |
| Mean | 1575.56 |
| Median Absolute Deviation (MAD) | 257.00856 |
| Skewness | -0.69780865 |
| Sum | 44429217 |
| Variance | 233604.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 558 | 2.0% |
| 1172.554732 | 198 | 0.7% |
| 1672.554732 | 81 | 0.3% |
| 2730.310605 | 1 | < 0.1% |
| 1428.816911 | 1 | < 0.1% |
| 1664.919873 | 1 | < 0.1% |
| 1975.543655 | 1 | < 0.1% |
| 1207.060625 | 1 | < 0.1% |
| 1194.209601 | 1 | < 0.1% |
| 1659.024053 | 1 | < 0.1% |
| Other values (27355) | 27355 |
| Value | Count | Frequency (%) |
| -1005.222988 | 1 | |
| -825.1568182 | 1 | |
| -821.5949749 | 1 | |
| -814.490238 | 1 | |
| -781.6710998 | 1 | |
| -763.2128689 | 1 | |
| -717.9608487 | 1 | |
| -630.7596794 | 1 | |
| -630.1418401 | 1 | |
| -565.8903901 | 1 |
| Value | Count | Frequency (%) |
| 4693.481933 | 1 | |
| 4389.365064 | 1 | |
| 4327.117453 | 1 | |
| 4304.525934 | 1 | |
| 4295.63407 | 1 | |
| 4187.014584 | 1 | |
| 4150.267159 | 1 | |
| 4131.615761 | 1 | |
| 4120.669249 | 1 | |
| 4050.29201 | 1 |
rotor_torque(N-m)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 25945 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 572 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.849894 |
| Minimum | -136.73222 |
|---|---|
| Maximum | 236.88326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2437 |
| Negative (%) | 8.6% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -136.73222 |
|---|---|
| 5-th percentile | -34.515171 |
| Q1 | 13.722808 |
| median | 32.977192 |
| Q3 | 41.55052 |
| 95-th percentile | 75.514151 |
| Maximum | 236.88326 |
| Range | 373.61548 |
| Interquartile range (IQR) | 27.827712 |
Descriptive statistics
| Standard deviation | 32.423943 |
|---|---|
| Coefficient of variation (CV) | 1.2543163 |
| Kurtosis | 5.1901709 |
| Mean | 25.849894 |
| Median Absolute Deviation (MAD) | 13.618639 |
| Skewness | -1.0309474 |
| Sum | 714180.87 |
| Variance | 1051.3121 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 571 | 2.0% |
| 20 | 334 | 1.2% |
| 21.14181606 | 317 | 1.1% |
| 5 | 242 | 0.9% |
| 5.570908032 | 224 | 0.8% |
| 82.93435231 | 1 | < 0.1% |
| 92.9299745 | 1 | < 0.1% |
| 14.3711293 | 1 | < 0.1% |
| 19.14698767 | 1 | < 0.1% |
| 18.02222967 | 1 | < 0.1% |
| Other values (25935) | 25935 | |
| (Missing) | 572 | 2.0% |
| Value | Count | Frequency (%) |
| -136.7322169 | 1 | |
| -134.9030992 | 1 | |
| -134.3422591 | 1 | |
| -130.7785732 | 1 | |
| -129.9126308 | 1 | |
| -127.2231993 | 1 | |
| -124.5070282 | 1 | |
| -120.9118882 | 1 | |
| -120.6007984 | 1 | |
| -119.2104264 | 1 |
| Value | Count | Frequency (%) |
| 236.8832642 | 1 | |
| 208.3201757 | 1 | |
| 192.6257984 | 1 | |
| 189.1117899 | 1 | |
| 187.1577121 | 1 | |
| 184.6939501 | 1 | |
| 176.5325279 | 1 | |
| 175.9005218 | 1 | |
| 174.5837645 | 1 | |
| 174.2877434 | 1 |
turbine_status
Categorical
MISSING 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1759 |
| Missing (%) | 6.2% |
| Memory size | 1.6 MiB |
| BB | |
|---|---|
| AAA | |
| BCB | |
| B2 | |
| A | |
| Other values (9) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.0690594 |
| Min length | 1 |
Characters and Unicode
| Total characters | 54708 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BA |
|---|---|
| 2nd row | A2 |
| 3rd row | ABC |
| 4th row | ABC |
| 5th row | AAA |
Common Values
| Value | Count | Frequency (%) |
| BB | 1946 | 6.9% |
| AAA | 1939 | 6.9% |
| BCB | 1933 | 6.9% |
| B2 | 1931 | 6.8% |
| A | 1930 | 6.8% |
| D | 1922 | 6.8% |
| B | 1882 | 6.7% |
| AB | 1868 | 6.6% |
| ABC | 1867 | 6.6% |
| A2 | 1855 | 6.6% |
| Other values (4) | 7368 |
Length
| Value | Count | Frequency (%) |
| bb | 1946 | 7.4% |
| aaa | 1939 | 7.3% |
| bcb | 1933 | 7.3% |
| b2 | 1931 | 7.3% |
| a | 1930 | 7.3% |
| d | 1922 | 7.3% |
| b | 1882 | 7.1% |
| ab | 1868 | 7.1% |
| abc | 1867 | 7.1% |
| a2 | 1855 | 7.0% |
| Other values (4) | 7368 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 24466 | |
| A | 17041 | |
| C | 5650 | 10.3% |
| 2 | 3786 | 6.9% |
| D | 3765 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 50922 | |
| Decimal Number | 3786 | 6.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 24466 | |
| A | 17041 | |
| C | 5650 | 11.1% |
| D | 3765 | 7.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 3786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 50922 | |
| Common | 3786 | 6.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 24466 | |
| A | 17041 | |
| C | 5650 | 11.1% |
| D | 3765 | 7.4% |
Common
| Value | Count | Frequency (%) |
| 2 | 3786 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54708 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 24466 | |
| A | 17041 | |
| C | 5650 | 10.3% |
| 2 | 3786 | 6.9% |
| D | 3765 | 6.9% |
cloud_level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 276 |
| Missing (%) | 1.0% |
| Memory size | 1.7 MiB |
| Low | |
|---|---|
| Medium | |
| Extremely Low | 299 |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 4.5793583 |
| Min length | 3 |
Characters and Unicode
| Total characters | 127874 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Medium |
| 3rd row | Medium |
| 4th row | Medium |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Low | 13921 | |
| Medium | 13704 | |
| Extremely Low | 299 | 1.1% |
| (Missing) | 276 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 14220 | |
| medium | 13704 | |
| extremely | 299 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 14302 | |
| L | 14220 | |
| o | 14220 | |
| w | 14220 | |
| m | 14003 | |
| M | 13704 | |
| d | 13704 | |
| i | 13704 | |
| u | 13704 | |
| E | 299 | 0.2% |
| Other values (6) | 1794 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 99352 | |
| Uppercase Letter | 28223 | 22.1% |
| Space Separator | 299 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 14302 | |
| o | 14220 | |
| w | 14220 | |
| m | 14003 | |
| d | 13704 | |
| i | 13704 | |
| u | 13704 | |
| x | 299 | 0.3% |
| t | 299 | 0.3% |
| r | 299 | 0.3% |
| Other values (2) | 598 | 0.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 14220 | |
| M | 13704 | |
| E | 299 | 1.1% |
Space Separator
| Value | Count | Frequency (%) |
| 299 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 127575 | |
| Common | 299 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 14302 | |
| L | 14220 | |
| o | 14220 | |
| w | 14220 | |
| m | 14003 | |
| M | 13704 | |
| d | 13704 | |
| i | 13704 | |
| u | 13704 | |
| E | 299 | 0.2% |
| Other values (5) | 1495 | 1.2% |
Common
| Value | Count | Frequency (%) |
| 299 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 127874 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 14302 | |
| L | 14220 | |
| o | 14220 | |
| w | 14220 | |
| m | 14003 | |
| M | 13704 | |
| d | 13704 | |
| i | 13704 | |
| u | 13704 | |
| E | 299 | 0.2% |
| Other values (6) | 1794 | 1.4% |
blade_length(m)
Real number (ℝ)
MISSING 
| Distinct | 22833 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 5093 |
| Missing (%) | 18.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2540343 |
| Minimum | -99 |
|---|---|
| Maximum | 18.2098 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1441 |
| Negative (%) | 5.1% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -0.58806721 |
| Q1 | 2.5448587 |
| median | 3.4533332 |
| Q3 | 4.3578624 |
| 95-th percentile | 6.9377458 |
| Maximum | 18.2098 |
| Range | 117.2098 |
| Interquartile range (IQR) | 1.8130038 |
Descriptive statistics
| Standard deviation | 11.275602 |
|---|---|
| Coefficient of variation (CV) | 5.0024093 |
| Kurtosis | 74.420477 |
| Mean | 2.2540343 |
| Median Absolute Deviation (MAD) | 0.90638174 |
| Skewness | -8.6083575 |
| Sum | 52083.97 |
| Variance | 127.1392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 275 | 1.0% |
| 2.217541643 | 1 | < 0.1% |
| 7.959351043 | 1 | < 0.1% |
| 2.643124626 | 1 | < 0.1% |
| 4.51922494 | 1 | < 0.1% |
| 4.808427809 | 1 | < 0.1% |
| 3.735344071 | 1 | < 0.1% |
| 4.408425717 | 1 | < 0.1% |
| 2.788587462 | 1 | < 0.1% |
| 0.01820307361 | 1 | < 0.1% |
| Other values (22823) | 22823 | |
| (Missing) | 5093 | 18.1% |
| Value | Count | Frequency (%) |
| -99 | 275 | |
| -8.253477801 | 1 | < 0.1% |
| -7.624633073 | 1 | < 0.1% |
| -7.538948621 | 1 | < 0.1% |
| -7.536253236 | 1 | < 0.1% |
| -7.219581046 | 1 | < 0.1% |
| -7.192045258 | 1 | < 0.1% |
| -7.100171412 | 1 | < 0.1% |
| -7.091609311 | 1 | < 0.1% |
| -6.944512936 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 18.20980014 | 1 | |
| 16.39279475 | 1 | |
| 15.8886668 | 1 | |
| 15.69148925 | 1 | |
| 15.21518982 | 1 | |
| 14.91905358 | 1 | |
| 13.91299359 | 1 | |
| 13.90801917 | 1 | |
| 13.88855651 | 1 | |
| 13.83555132 | 1 |
blade_breadth(m)
Real number (ℝ)
UNIQUE 
| Distinct | 28200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.39724872 |
| Minimum | 0.200111 |
|---|---|
| Maximum | 0.49997527 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | 0.200111 |
|---|---|
| 5-th percentile | 0.30576147 |
| Q1 | 0.34744506 |
| median | 0.39859103 |
| Q3 | 0.4493545 |
| 95-th percentile | 0.48980627 |
| Maximum | 0.49997527 |
| Range | 0.29986427 |
| Interquartile range (IQR) | 0.10190944 |
Descriptive statistics
| Standard deviation | 0.061158329 |
|---|---|
| Coefficient of variation (CV) | 0.15395476 |
| Kurtosis | -0.74096604 |
| Mean | 0.39724872 |
| Median Absolute Deviation (MAD) | 0.050993012 |
| Skewness | -0.19340132 |
| Sum | 11202.414 |
| Variance | 0.0037403412 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3140648354 | 1 | < 0.1% |
| 0.4208998661 | 1 | < 0.1% |
| 0.3710168093 | 1 | < 0.1% |
| 0.3343039712 | 1 | < 0.1% |
| 0.4143697904 | 1 | < 0.1% |
| 0.3394814137 | 1 | < 0.1% |
| 0.3824872436 | 1 | < 0.1% |
| 0.3719248239 | 1 | < 0.1% |
| 0.4968536746 | 1 | < 0.1% |
| 0.3115411452 | 1 | < 0.1% |
| Other values (28190) | 28190 |
| Value | Count | Frequency (%) |
| 0.2001109965 | 1 | |
| 0.2006787452 | 1 | |
| 0.2008081334 | 1 | |
| 0.2016219972 | 1 | |
| 0.2016267628 | 1 | |
| 0.2016990017 | 1 | |
| 0.2018582054 | 1 | |
| 0.2024768285 | 1 | |
| 0.2025600919 | 1 | |
| 0.2027508279 | 1 |
| Value | Count | Frequency (%) |
| 0.4999752685 | 1 | |
| 0.4999563119 | 1 | |
| 0.4999553959 | 1 | |
| 0.4999552337 | 1 | |
| 0.4999437506 | 1 | |
| 0.4999414096 | 1 | |
| 0.4999286256 | 1 | |
| 0.4999093262 | 1 | |
| 0.4999089142 | 1 | |
| 0.499892128 | 1 |
windmill_height(m)
Real number (ℝ)
MISSING 
| Distinct | 27657 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 543 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.887052 |
| Minimum | -30.295253 |
|---|---|
| Maximum | 78.351335 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 149 |
| Negative (%) | 0.5% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | -30.295253 |
|---|---|
| 5-th percentile | 11.582362 |
| Q1 | 24.447658 |
| median | 25.957739 |
| Q3 | 27.477854 |
| 95-th percentile | 40.357383 |
| Maximum | 78.351335 |
| Range | 108.64659 |
| Interquartile range (IQR) | 3.0301965 |
Descriptive statistics
| Standard deviation | 7.773609 |
|---|---|
| Coefficient of variation (CV) | 0.30028946 |
| Kurtosis | 4.514327 |
| Mean | 25.887052 |
| Median Absolute Deviation (MAD) | 1.5145424 |
| Skewness | -0.11328013 |
| Sum | 715958.2 |
| Variance | 60.428997 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.28168894 | 1 | < 0.1% |
| 20.53081879 | 1 | < 0.1% |
| 43.19790388 | 1 | < 0.1% |
| 27.17600551 | 1 | < 0.1% |
| 30.11345374 | 1 | < 0.1% |
| 24.19968174 | 1 | < 0.1% |
| 27.75915062 | 1 | < 0.1% |
| 27.47492239 | 1 | < 0.1% |
| 27.36590975 | 1 | < 0.1% |
| 43.24089213 | 1 | < 0.1% |
| Other values (27647) | 27647 | |
| (Missing) | 543 | 1.9% |
| Value | Count | Frequency (%) |
| -30.29525292 | 1 | |
| -20.91863575 | 1 | |
| -19.33419269 | 1 | |
| -18.4397337 | 1 | |
| -18.21645645 | 1 | |
| -17.48041945 | 1 | |
| -17.10268626 | 1 | |
| -17.03202204 | 1 | |
| -16.3026199 | 1 | |
| -16.21053862 | 1 |
| Value | Count | Frequency (%) |
| 78.35133528 | 1 | |
| 71.00520433 | 1 | |
| 69.92471772 | 1 | |
| 69.87290299 | 1 | |
| 68.95570753 | 1 | |
| 67.69536211 | 1 | |
| 67.04473569 | 1 | |
| 66.0622979 | 1 | |
| 65.71912599 | 1 | |
| 65.23024386 | 1 |
windmill_generated_power(kW/h)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 27988 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 207 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1305293 |
| Minimum | 0.96230495 |
|---|---|
| Maximum | 20.175358 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 220.4 KiB |
Quantile statistics
| Minimum | 0.96230495 |
|---|---|
| 5-th percentile | 2.4091179 |
| Q1 | 4.0595054 |
| median | 5.7647103 |
| Q3 | 7.9471946 |
| 95-th percentile | 10.91448 |
| Maximum | 20.175358 |
| Range | 19.213053 |
| Interquartile range (IQR) | 3.8876891 |
Descriptive statistics
| Standard deviation | 2.6975204 |
|---|---|
| Coefficient of variation (CV) | 0.44001427 |
| Kurtosis | 0.43704314 |
| Mean | 6.1305293 |
| Median Absolute Deviation (MAD) | 1.9139208 |
| Skewness | 0.6889353 |
| Sum | 171611.91 |
| Variance | 7.2766161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.3616999 | 2 | < 0.1% |
| 7.6718 | 2 | < 0.1% |
| 4.5167 | 2 | < 0.1% |
| 3.088373537 | 2 | < 0.1% |
| 2.8142 | 2 | < 0.1% |
| 7.24868954 | 1 | < 0.1% |
| 9.878389175 | 1 | < 0.1% |
| 12.70199955 | 1 | < 0.1% |
| 2.982464895 | 1 | < 0.1% |
| 7.931238556 | 1 | < 0.1% |
| Other values (27978) | 27978 | |
| (Missing) | 207 | 0.7% |
| Value | Count | Frequency (%) |
| 0.9623049455 | 1 | |
| 0.9802399545 | 1 | |
| 1.000244378 | 1 | |
| 1.00773494 | 1 | |
| 1.028254936 | 1 | |
| 1.030446603 | 1 | |
| 1.045973629 | 1 | |
| 1.050784135 | 1 | |
| 1.063274913 | 1 | |
| 1.066878877 | 1 |
| Value | Count | Frequency (%) |
| 20.17535792 | 1 | |
| 20.12793935 | 1 | |
| 19.9989395 | 1 | |
| 19.94138874 | 1 | |
| 19.31291405 | 1 | |
| 19.0634092 | 1 | |
| 18.98303925 | 1 | |
| 18.69422425 | 1 | |
| 18.6151785 | 1 | |
| 18.0758194 | 1 |
| area_temperature(°C) | atmospheric_pressure(Pascal) | atmospheric_temperature(°C) | blade_breadth(m) | blade_length(m) | blades_angle(°) | cloud_level | engine_temperature(°C) | gearbox_temperature(°C) | generator_temperature(°C) | motor_torque(N-m) | resistance(ohm) | rotor_torque(N-m) | shaft_temperature(°C) | turbine_status | wind_direction(°) | wind_speed(m/s) | windmill_body_temperature(°C) | windmill_generated_power(kW/h) | windmill_height(m) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| area_temperature(°C) | 1.000 | -0.049 | 0.323 | 0.018 | 0.015 | 0.045 | 0.024 | 0.412 | 0.255 | 0.590 | 0.532 | 0.412 | 0.370 | 0.366 | 0.000 | 0.185 | 0.439 | 0.377 | 0.392 | -0.001 |
| atmospheric_pressure(Pascal) | -0.049 | 1.000 | -0.249 | 0.020 | -0.001 | -0.072 | 0.006 | 0.076 | 0.066 | -0.240 | -0.252 | -0.199 | -0.181 | 0.030 | 0.000 | 0.063 | -0.263 | -0.092 | 0.232 | 0.017 |
| atmospheric_temperature(°C) | 0.323 | -0.249 | 1.000 | 0.002 | 0.004 | 0.073 | 0.018 | 0.135 | 0.051 | 0.465 | 0.449 | 0.355 | 0.316 | 0.107 | 0.000 | 0.026 | 0.389 | 0.232 | 0.005 | 0.000 |
| blade_breadth(m) | 0.018 | 0.020 | 0.002 | 1.000 | 0.039 | -0.039 | 0.472 | 0.030 | 0.030 | 0.025 | 0.030 | 0.019 | 0.026 | 0.010 | 0.004 | 0.020 | 0.009 | -0.002 | 0.062 | 0.033 |
| blade_length(m) | 0.015 | -0.001 | 0.004 | 0.039 | 1.000 | -0.029 | 0.003 | 0.021 | 0.020 | 0.025 | 0.029 | 0.029 | 0.014 | 0.008 | 0.000 | 0.008 | 0.017 | 0.001 | 0.045 | 0.013 |
| blades_angle(°) | 0.045 | -0.072 | 0.073 | -0.039 | -0.029 | 1.000 | 0.243 | -0.080 | -0.100 | -0.028 | -0.052 | -0.047 | -0.034 | -0.053 | 0.000 | 0.051 | 0.058 | 0.088 | -0.208 | -0.006 |
| cloud_level | 0.024 | 0.006 | 0.018 | 0.472 | 0.003 | 0.243 | 1.000 | 0.021 | 0.019 | 0.015 | 0.018 | 0.014 | 0.022 | 0.001 | 0.012 | 0.008 | -0.005 | -0.015 | 0.052 | 0.022 |
| engine_temperature(°C) | 0.412 | 0.076 | 0.135 | 0.030 | 0.021 | -0.080 | 0.021 | 1.000 | 0.305 | 0.473 | 0.453 | 0.365 | 0.313 | 0.298 | 0.000 | 0.212 | 0.193 | 0.148 | 0.560 | 0.012 |
| gearbox_temperature(°C) | 0.255 | 0.066 | 0.051 | 0.030 | 0.020 | -0.100 | 0.019 | 0.305 | 1.000 | 0.280 | 0.273 | 0.216 | 0.193 | 0.193 | 0.000 | 0.118 | 0.101 | 0.084 | 0.382 | 0.014 |
| generator_temperature(°C) | 0.590 | -0.240 | 0.465 | 0.025 | 0.025 | -0.028 | 0.015 | 0.473 | 0.280 | 1.000 | 0.970 | 0.774 | 0.683 | 0.304 | 0.011 | 0.200 | 0.563 | 0.278 | 0.535 | 0.002 |
| motor_torque(N-m) | 0.532 | -0.252 | 0.449 | 0.030 | 0.029 | -0.052 | 0.018 | 0.453 | 0.273 | 0.970 | 1.000 | 0.785 | 0.697 | 0.285 | 0.009 | 0.185 | 0.542 | 0.247 | 0.554 | 0.004 |
| resistance(ohm) | 0.412 | -0.199 | 0.355 | 0.019 | 0.029 | -0.047 | 0.014 | 0.365 | 0.216 | 0.774 | 0.785 | 1.000 | 0.551 | 0.214 | 0.004 | 0.152 | 0.429 | 0.195 | 0.448 | 0.002 |
| rotor_torque(N-m) | 0.370 | -0.181 | 0.316 | 0.026 | 0.014 | -0.034 | 0.022 | 0.313 | 0.193 | 0.683 | 0.697 | 0.551 | 1.000 | 0.204 | 0.012 | 0.125 | 0.381 | 0.174 | 0.388 | 0.016 |
| shaft_temperature(°C) | 0.366 | 0.030 | 0.107 | 0.010 | 0.008 | -0.053 | 0.001 | 0.298 | 0.193 | 0.304 | 0.285 | 0.214 | 0.204 | 1.000 | 0.000 | 0.106 | 0.165 | 0.140 | 0.320 | 0.001 |
| turbine_status | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.011 | 0.009 | 0.004 | 0.012 | 0.000 | 1.000 | -0.004 | 0.009 | -0.005 | -0.013 | 0.014 |
| wind_direction(°) | 0.185 | 0.063 | 0.026 | 0.020 | 0.008 | 0.051 | 0.008 | 0.212 | 0.118 | 0.200 | 0.185 | 0.152 | 0.125 | 0.106 | -0.004 | 1.000 | 0.037 | 0.018 | 0.273 | 0.013 |
| wind_speed(m/s) | 0.439 | -0.263 | 0.389 | 0.009 | 0.017 | 0.058 | -0.005 | 0.193 | 0.101 | 0.563 | 0.542 | 0.429 | 0.381 | 0.165 | 0.009 | 0.037 | 1.000 | 0.328 | 0.119 | -0.012 |
| windmill_body_temperature(°C) | 0.377 | -0.092 | 0.232 | -0.002 | 0.001 | 0.088 | -0.015 | 0.148 | 0.084 | 0.278 | 0.247 | 0.195 | 0.174 | 0.140 | -0.005 | 0.018 | 0.328 | 1.000 | 0.071 | -0.006 |
| windmill_generated_power(kW/h) | 0.392 | 0.232 | 0.005 | 0.062 | 0.045 | -0.208 | 0.052 | 0.560 | 0.382 | 0.535 | 0.554 | 0.448 | 0.388 | 0.320 | -0.013 | 0.273 | 0.119 | 0.071 | 1.000 | 0.017 |
| windmill_height(m) | -0.001 | 0.017 | 0.000 | 0.033 | 0.013 | -0.006 | 0.022 | 0.012 | 0.014 | 0.002 | 0.004 | 0.002 | 0.016 | 0.001 | 0.014 | 0.013 | -0.012 | -0.006 | 0.017 | 1.000 |
| wind_speed(m/s) | atmospheric_temperature(°C) | shaft_temperature(°C) | blades_angle(°) | gearbox_temperature(°C) | engine_temperature(°C) | motor_torque(N-m) | generator_temperature(°C) | atmospheric_pressure(Pascal) | area_temperature(°C) | windmill_body_temperature(°C) | wind_direction(°) | resistance(ohm) | rotor_torque(N-m) | turbine_status | cloud_level | blade_length(m) | blade_breadth(m) | windmill_height(m) | windmill_generated_power(kW/h) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 94.820023 | -99.000000 | 41.723019 | -0.903423 | 82.410573 | 42.523015 | 2563.124522 | 76.665560 | 103402.961872 | 26.897875 | NaN | 239.836388 | 2730.310605 | 42.084666 | BA | Medium | 2.217542 | 0.314065 | 24.281689 | 6.766521 |
| 1 | 241.832734 | 27.764785 | -99.000000 | -99.000000 | 44.104919 | 46.258870 | 2372.384119 | 78.129803 | 17030.904078 | 39.801469 | NaN | 337.944723 | 1780.207200 | 107.888643 | A2 | Medium | 4.210346 | 0.448494 | 27.262139 | 5.966275 |
| 2 | 95.484724 | NaN | 41.855473 | 12.652763 | 42.322098 | 42.878552 | 1657.169646 | 67.654469 | 16125.927107 | 36.116065 | 45.033197 | 227.850294 | 1666.049900 | -42.931459 | ABC | Medium | 2.719475 | 0.302321 | 27.366127 | 2.874342 |
| 3 | 238.819424 | -99.000000 | 45.443914 | 15.115323 | 44.759643 | 47.282101 | 2888.134079 | 95.389974 | 18689.732336 | 46.020045 | 44.827154 | 492.081520 | 1964.502895 | 42.744596 | ABC | NaN | 4.857385 | 0.367140 | 24.287767 | 14.851089 |
| 4 | 10.722890 | NaN | 41.981183 | 1.715696 | -17.616459 | 43.469852 | 781.695419 | 37.423065 | 114468.169007 | 34.572941 | -99.000000 | 259.274601 | 1177.516152 | 13.387289 | AAA | Medium | NaN | 0.453374 | 27.971650 | 3.519074 |
| 5 | 93.769973 | 30.326226 | 17.970619 | -99.000000 | 43.816430 | 40.815795 | 2119.351653 | 72.345126 | NaN | 35.315292 | 101.378184 | NaN | 1715.244121 | 97.746463 | ABC | Low | 2.504098 | 0.395642 | 24.673292 | 4.945780 |
| 6 | 16.026249 | -99.000000 | 44.072819 | -0.196845 | 41.680583 | 43.384904 | 778.109985 | 40.284018 | 121813.383158 | 33.849389 | 43.008746 | 528.003985 | 1222.931270 | 11.805113 | BD | Low | 2.917922 | 0.447341 | 33.593511 | 5.089173 |
| 7 | 48.737826 | 12.716815 | 43.217778 | -99.000000 | -48.405089 | 44.125843 | 980.988531 | 43.691867 | 120923.024893 | 30.553159 | -99.000000 | NaN | 1177.637341 | 18.384873 | BA | Low | 2.938810 | 0.354881 | 29.944821 | 8.536889 |
| 8 | 47.081729 | -99.000000 | -33.607048 | -99.000000 | 43.055427 | 45.253628 | 957.580151 | 41.609787 | 119628.964709 | 26.168073 | 43.216062 | 281.368625 | -99.000000 | 19.486763 | ABC | Low | 1.651438 | 0.301550 | 46.733509 | 8.739166 |
| 9 | 283.789329 | 18.887932 | 41.691469 | 52.337026 | -62.724362 | 41.881256 | 1042.086135 | 65.280225 | 16160.281605 | 29.381862 | -99.000000 | 352.268521 | 1662.076277 | 20.100683 | AC | Extremely Low | 1.060817 | 0.201699 | 24.324068 | 1.948810 |
| wind_speed(m/s) | atmospheric_temperature(°C) | shaft_temperature(°C) | blades_angle(°) | gearbox_temperature(°C) | engine_temperature(°C) | motor_torque(N-m) | generator_temperature(°C) | atmospheric_pressure(Pascal) | area_temperature(°C) | windmill_body_temperature(°C) | wind_direction(°) | resistance(ohm) | rotor_torque(N-m) | turbine_status | cloud_level | blade_length(m) | blade_breadth(m) | windmill_height(m) | windmill_generated_power(kW/h) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28190 | -139.750162 | 3.900051 | 19.267247 | -1.243415 | 13.638840 | 15.799740 | 796.846874 | 39.072592 | 118873.558239 | 24.426160 | NaN | NaN | 1265.293432 | 14.161226 | AAA | Low | 4.360237 | 0.481437 | 17.541074 | 6.195231 |
| 28191 | 96.297920 | -99.000000 | 48.097278 | 7.676189 | 46.837994 | 45.215064 | 2800.776385 | 97.852283 | 19156.693049 | 41.470538 | -99.000000 | 513.108780 | 893.851713 | 47.959070 | B2 | Medium | NaN | 0.315151 | 2.349532 | 10.390029 |
| 28192 | 20.177101 | 7.007639 | 43.902664 | -99.000000 | 43.221307 | 45.315933 | 845.397561 | 40.166194 | 120708.874550 | 31.261068 | 78.755524 | 273.857027 | 1272.382452 | 15.568416 | BB | Low | 2.265901 | 0.477447 | 25.367325 | 6.448082 |
| 28193 | 95.033031 | 28.054138 | 45.408044 | -1.149761 | 45.567345 | 43.223720 | 2389.299286 | 75.381269 | 17735.588073 | 33.782822 | 44.536334 | 247.451039 | 1776.523603 | -99.000000 | AB | Medium | 2.418164 | 0.400195 | 33.462719 | 6.683816 |
| 28194 | 13.096694 | 9.936019 | 42.093047 | 72.513494 | 39.913540 | 43.276769 | 757.161483 | 38.284383 | 116089.702631 | 37.785179 | 2.414511 | 144.581705 | 1196.737478 | 13.377223 | BD | Medium | NaN | 0.351707 | 24.289008 | 4.186744 |
| 28195 | 94.765699 | 23.576793 | 45.399352 | 5.377222 | -1.085171 | 48.528248 | 2791.600990 | 90.898875 | 19428.725079 | 45.429230 | 44.242269 | 536.153413 | 1980.861921 | 45.909054 | BB | Medium | 2.774335 | 0.418299 | 24.590801 | 9.587934 |
| 28196 | 94.196738 | 24.034329 | 42.068979 | -99.000000 | 44.285153 | 43.487939 | 2207.882276 | 72.244645 | 16596.485400 | 25.142681 | 43.616412 | 354.239825 | 1712.840457 | 36.974913 | BB | Low | -3.250989 | 0.461531 | 26.051604 | 4.522195 |
| 28197 | 94.160463 | 28.674296 | 45.004213 | 9.550358 | 49.377706 | 44.042632 | 2801.657374 | 94.814637 | 19083.881449 | 45.129442 | 43.576510 | 534.209913 | 1951.728713 | 88.319152 | D | Medium | NaN | 0.380264 | 28.533850 | 11.096599 |
| 28198 | 95.430377 | 26.560254 | 48.032624 | 3.051389 | 81.443896 | 44.821365 | 2760.647280 | 90.144418 | 18360.785707 | 45.603927 | 44.973415 | 568.504898 | 1968.917692 | 47.562627 | BCB | Low | 3.001855 | 0.346447 | 47.747269 | 9.373239 |
| 28199 | 43.558352 | 18.721231 | 9.220208 | 2.593639 | 40.262279 | 40.901975 | 2015.977410 | 69.043447 | -256507.547672 | 22.413407 | 44.100782 | 320.498070 | 1666.526546 | -8.932053 | BBB | Low | NaN | 0.388855 | 24.125408 | 2.860342 |